May 9, 2022 
4 MIN READ 
It’s one of the most exciting and in-demand careers in 2022. But while the number of data science jobs has grown nearly 46% over the last two years, there’s still a big shortage of qualified, fully skilled data science professionals.
That’s where you come in!
For anyone with a passion for computing, mathematics and data, now’s the time to dive into a data science career. Still, it can feel like you need a degree just to wrap your head around the complexities of the data science job market.
That’s where we come in!
Let’s simplify, shall we? Here are 7 of the most in-demand data science careers of the moment, the average data science salary for each career and the skills you’re going to need to make things happen.
The most in-demand data science careers in 2022
*average salaries taken from cwjobs.co.uk
Data analyst
Average annual salary in Europe
€50,52
The role
A data analyst collects and remodels complex sets of data, enabling the company to increase revenue, cut spending, recognize and act on market trends and prioritize business decisions. They are a key player in the decision-making process, both analyzing and interpreting data to identify trends and patterns, while mapping out strategies to improve data quality.
The skills you need
In-depth knowledge of Microsoft Excel, SQL, Tableau and Python, as well as an understanding of machine learning, econometrics (using statistics to help forecast future trends) and probability.
Machine learning engineer
Average annual salary in Europe
€80,240
The role
A machine learning engineer develops AI systems with self-learning capabilities. There are three main aspects of the role: the data science side, which involves the ML frameworks and statistics that underpin the system; the infrastructure and how to deploy data models for businesses; and software development, which involves writing clean, maintainable code.
The skills you need
A firm understanding of data structures, software engineering, quantitative analysis methods and building out data pipelines, as well as the programming fundamentals.
Data engineer
Average annual salary in Europe
€86,190
The role
A data engineer deals with raw data before passing it on to data scientists further along the chain. It’s one of the most challenging data science jobs, as the work involves data that is unformatted and potentially full of problems. By working at the source of a reliable, robust interconnected data ecosystem, data engineers become an integral part of any organization.
The skills you need
Data science programming languages such as Python, SQL and Apache Spark, as well as Hadoop, Java, NoSQL and C++. A firm understanding of algorithms, data structures, data warehousing solutions and machine learning are also essential.
Data scientist
Average annual salary in Europe
€80,240
The role
One of the most senior data science career roles, a data scientist analyzes and organizes large amounts of complex data, finding patterns and gaining insights to drive business strategies. This is done by designing and producing predictive data models. Probably the most technical and demanding data science roles, data scientists are becoming increasingly influential throughout both business and governmental organizations.
The skills you need
A fluency in data science programming languages such as SQL, Python, Hadoop and R, as well as a deep understanding of business strategy, machine learning methods and data visualization.
Data architect
Average annual salary in Europe
€98,080
The role
A data architect designs, implements and manages the data architecture of an organization. Data architects not only create whole database systems but find improvements in existing systems. One of the more senior data jobs out there, becoming a data architect is a natural progression for data engineers and is a position that’s in very high demand, particularly in software companies and tech manufacturers.
The skills you need
Data warehousing, data modelling, data management, data development and data visualization, as well as an understanding of database building and cloud design.
Business intelligence (BI) developer
Average annual salary in Europe
€62,410
The role
A business intelligence developer improves access to data and uses that data to enable a company to make better business decisions. A BI developer is tasked with making complex information more accessible to executives, managers and other end users, whether using existing BI tools or creating their own.
Skills you need
Data science programming languages such as Microsoft SQL, C# and JavaScript are essential, as are statistical analysis, data visualization, data preparation, data mining and data reporting skills.
Software engineer
Average annual salary in Europe
€68,360
The role
Designing, building and testing end-user applications, as well as analyzing and adapting existing systems. Whereas most data science roles are focused on the inner-part of the data ecosystem, software engineers are more geared towards end-user functionality. Software engineers create a range of systems, from simple data-generating applications to intricate cloud platforms.
Skills you need
Data science programming languages such as C#, C++, Python, JavaScript and Perl, as well as an understanding of algorithms and data structures.
Why CodeOp’s data science course is different
Our Data Science course covers every aspect of the data science toolkit, giving you the skills you need for a range of careers in data science. From mastering the basics to landing your dream job and everything in between, we support you every step of the way.
Here’s why CodeOp’s Data Science course stands apart:
- We take an experiential approach – our students learn through hands-on, real-life application cases
- Our students learn from and are inspired by expert instructors from diverse backgrounds, from both academia and the data science industry
- We offer structured and supportive remote learning, as well as the chance to study at our fantastic campuses in Barcelona and Malaysia
- We offer bespoke career advice and support, giving you the edge when it comes to landing your dream role!
4 MIN READ